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The author(s) declare that financial support was received for the research, authorship, and/or publication of this article. This work was supported by Fundo de desenvolvimento e defesa sanitaria animal (FUNDESA-RS) Award number 2021-1318. Fundacao De Amparo A Pesquisa Do Estado Do RS, Award number 24/2551-0001401-2. And Pesquisa E Desenvolvimento De Tecnologias Inovadoras Focadas No agronegocio, Award number 051568.

Analysis of institutional authors

Trois, CelioAuthor

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Modeling foot-and-mouth disease dissemination in Rio Grande do Sul, Brazil and evaluating the effectiveness of control measures

Publicated to:Frontiers In Veterinary Science. 11 1468864- - 2024-10-25 11(), DOI: 10.3389/fvets.2024.1468864

Authors: Cardenas, Nicolas C; Lopes, Francisco P N; Machado, Alencar; Maran, Vinicius; Trois, Celio; Machado, Felipe Amadori; Machado, Gustavo

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Abstract

Introduction Foot-and-mouth disease (FMD) affects multiple food-animal species and spreads rapidly among ungulate populations, posing significant challenges for disease control. Understanding the dynamics of FMD transmission and evaluating the effectiveness of control measures are critical for mitigating its impact. This study introduces a multiscale compartmental stochastic model to simulate FMD spread and assess countermeasures.Methods We developed a model that integrates population dynamics, including births, deaths, and species-specific transmission dynamics, at both the between-farm and within-farm levels. Four scenarios were created to evaluate different control strategies: the base scenario included vaccinating 20 farms and depopulating four infected farms, while alternative scenarios increased vaccination and depopulation capacities or omitted vaccination altogether.Results Our simulations showed that bovines were the most frequently infected species, followed by swine and small ruminants. After 10 days of initial spread, the number of infected farms ranged from 1 to 123, with 90.12% of simulations resulting in fewer than 50 infected farms. Most secondary spread occurred within a 25 km radius. An early response to control actions significantly reduced the time spent managing outbreaks, and increasing daily depopulation and vaccination capacities further enhanced control efforts.Discussion Emergency vaccination effectively reduced the magnitude and duration of outbreaks, while increasing depopulation without vaccination also eliminated outbreaks. These findings highlight the importance of rapid response and capacity scaling in controlling FMD outbreaks, providing valuable insights for future decision-making processes in disease management.

Keywords

BenefitsDynamical modelsEpidemiologyFmd (foot-and-mouth disease)Infectious disease controlOutbreakQuantificationSimulatioSimulationSystemTargeted controlTransmissionVaccinationVirus

Quality index

Bibliometric impact. Analysis of the contribution and dissemination channel

The work has been published in the journal Frontiers In Veterinary Science due to its progression and the good impact it has achieved in recent years, according to the agency WoS (JCR), it has become a reference in its field. In the year of publication of the work, 2024 there are still no calculated indicators, but in 2023, it was in position 22/167, thus managing to position itself as a Q1 (Primer Cuartil), in the category Veterinary Sciences.

Independientemente del impacto esperado determinado por el canal de difusión, es importante destacar el impacto real observado de la propia aportación.

Según las diferentes agencias de indexación, el número de citas acumuladas por esta publicación hasta la fecha 2025-06-01:

  • Scopus: 2

Impact and social visibility

From the perspective of influence or social adoption, and based on metrics associated with mentions and interactions provided by agencies specializing in calculating the so-called "Alternative or Social Metrics," we can highlight as of 2025-06-01:

With a more dissemination-oriented intent and targeting more general audiences, we can observe other more global scores such as:

  • The Total Score from Altmetric: 4.1.
  • The number of mentions on the social network X (formerly Twitter): 2 (Altmetric).

It is essential to present evidence supporting full alignment with institutional principles and guidelines on Open Science and the Conservation and Dissemination of Intellectual Heritage. A clear example of this is:

  • The work has been submitted to a journal whose editorial policy allows open Open Access publication.

Leadership analysis of institutional authors

This work has been carried out with international collaboration, specifically with researchers from: Brazil; United States of America.